Video Ai Automation

---
name: video-ai-automation
description: Use when choosing a video-AI content niche, planning a faceless AI video channel, monetizing AI videos, or selecting AI video tools (Veo, Kling, ElevenLabs, CapCut). Covers niche playbook, RPM, and the automation pipeline.
---

# Video AI Automation

## 1. Overview

Faceless AI video pipeline: script → AI voiceover → AI clips/stills → captions → music → export 9:16.

Niche beats production quality: "YouTube doesn't care who is talking, it only cares whether people keep watching."

## 2. Winning Niches

| Niche | Why it works | Notes |
|---|---|---|
| History / boring-history documentaries | Older affluent audience, high RPM | Videos from ~$60 cost, margins 85-89%, AdSense long-form |
| Space / science news | Evergreen search | e.g. "what did the James Webb telescope find" |
| Unsolved mysteries / cold cases | Watch-time loyalty | Avoid oversaturated cases; use historical/uncovered cases |
| Odd facts / "worth more than you think" | Beginner entry | Production quality barely matters |
| Survival myths / frontier history | Strong repeat audience | Steady view pattern |
| Niche hobby / collector (aircraft, ships, tools) | Consistent growth | Audience buys, good affiliate fit |
| AI-narrated character / storytelling | Highest ceiling via recognizable brand | Most setup, brand compounds |

## 3. Monetization Ladder

1. AdSense — long-form, multiple ad breaks, high RPM
2. Affiliates / reviews — commission per video
3. Sponsors — only at scale

## 4. Growth Patterns

- Volume + consistency: algorithm needs data points; 2-3 weeks of consistent posting can break through
- Double-down on outliers: find the video beating your sub count, repeat that angle
- Real photos beat AI images for thumbnails
- Evaluate niche on: RPM, view velocity, saturation risk, format simplicity

## 5. Tool Stack (2026)

| Stage | Tool | Notes |
|---|---|---|
| Script | LLM + story-engineering skill | structure via story-engineering |
| Voiceover | ElevenLabs | quality leader |
| Voiceover | MiniMax TTS | cheapest volume |
| Voiceover | OpenAI gpt-4o-mini-tts | budget option |
| Video clips | Veo 3.1 | native audio, camera controls |
| Video clips | Kling 3.0 | cheap, native 4K |
| Video clips | Seedance | budget |
| Video clips | Runway / Pika / Luma | alternatives |
| Video clips | Sora | DISCONTINUED (app Apr 2026, API Sep 2026) — do not recommend |
| Images | Midjourney V7 | hero stills |
| Images | Flux | Ken Burns fallback |
| Captions | CapCut auto-captions, Whisper | word-sync |
| Edit | CapCut, Descript | assembly + cleanup |
| Music | Suno, YouTube Audio Library | library is safe for monetization |
| Rendering | HyperFrames | HTML/CSS-keyframe, local, deterministic, no per-clip API cost — strong for text/data-driven channels |

## 6. Cost / Time Reality

- ~$1-5 direct AI cost per 60s video
- 1-3h manual; 10-30 min scripted pipeline
- Subscription floor ~$20-40/mo

## 7. Ethics Guardrails

- Disclose AI-assisted content where platform policy requires
- No real-crime victim exploitation
- No fabricated events presented as real
- Copyright-safe music only

## 8. Cross-Reference

**REQUIRED SUB-SKILL:** story-engineering (storyline) and short-video-production (render).